Local Convergence of Gradient Descent-Ascent for Training Generative Adversarial Networks.
Evan BeckerParthe PanditSundeep RanganAlyson K. FletcherPublished in: ACSSC (2023)
Keyphrases
- recurrent networks
- cost function
- discriminative training
- training phase
- multi agent
- network analysis
- complex networks
- generative model
- online learning
- training process
- machine learning
- discriminative classifiers
- supervised learning
- evolutionary algorithm
- feedforward neural networks
- convergence speed
- training set
- social networks
- training algorithm
- echo state networks
- network structure
- network design
- community structure
- maximum likelihood
- artificial neural networks
- objective function
- learning algorithm